Sholeh Motaghian
Summary
Sophisticated Machine Learning Engineer with background in independent research using intuitive, web-based architecture. Skilled in python programming with documented history of discovering methods to intelligently use data to enhance user experience. Effectively researches techniques for novel approaches to problems, develops prototypes to assess viability of approach and deploys application into production yielding insights to expand customer-consciousness.
Overview
21
21
years of professional experience
Work History
Machine Learning Researcher
Partonegaran
01.2015 - 01.2023
- Enhanced machine learning model performance by implementing advanced algorithms and feature engineering techniques.
- Presented research at prestigious conferences, promoting knowledge sharing and collaboration within the scientific community.
- Contributed to grant proposals and funding applications, securing financial resources necessary for continued research and development efforts.
- Designed custom machine learning models tailored to specific business needs, resulting in improved decision-making processes.
- Published research findings in top-tier peer-reviewed journals, showcasing novel methodologies and advancing the field of machine learning.
- Optimized hyperparameters using advanced search techniques, enhancing model performance without overfitting or compromising interpretability.
- Evaluated and compared various machine learning frameworks, making informed recommendations on the most suitable tools for specific projects.
- Mentored junior researchers, fostering a collaborative environment and contributing to their professional growth.
- Applied effective feature selection methods, reducing model complexity while maintaining high levels of predictive accuracy.
- Studied new technologies to support machine learning applications.
- Compiled, cleaned and manipulated data for proper handling.
IT Manager
Abolfazl Complex Institute
02.2016 - 03.2021
- Developed custom IT solutions to address specific business needs, driving operational improvements and cost savings.
- Collaborated with other departments to help meet IT needs and properly integrate and secure systems.
- Reduced downtime by promptly addressing hardware and software issues, ensuring minimal impact on business operations.
- Optimized helpdesk performance through process improvements, enabling faster response times and increased user satisfaction levels.
- Coordinated technical training and personal development classes for staff members.
- Led a skilled IT team in providing exceptional technical support, fostering a collaborative environment that promoted professional growth.
- Updated customers and senior leaders on progress and roadblocks.
- Created and terminated user's accounts from start to finish in business applications.
- Led technical upgrade projects for clients by working and coordinating with consultants and developers for integrations.
- Managed life cycle replacement of hardware and software.
University Lecturer
Alzahra University
01.2004 - 01.2005
- Implemented active learning strategies such as group projects and case studies, promoting critical thinking skills among students.
- Conducted ongoing assessment of student progress, adjusting teaching strategies as needed to maximize learning potential.
- Contributed to the evaluation and revision of existing courses, ensuring content remained current and relevant to industry trends.
- Organized guest speaker events featuring industry experts, exposing students to diverse perspectives within their field of study.
- Created and designed quizzes, tests and projects to assess student knowledge.
- Used PowerPoint and Google Classroom technology to give presentations to student classrooms.
Python Programmer
Karmania Institute
01.2002 - 01.2004
- Generated workflow reports to test proposed change executions.
- Designed web-based assets for deployment on platforms.
- Stayed current on developments in related Python frameworks.
- Applied change control best practices for software enhancements to minimize end-user disruptions.
Education
Ph.D. - Artificial Intelligence
Eastern Finland University
Finland12.2027
Master of Science - Computer Engineering
Azad University
Iran06.2014
Bachelor of Science - Computer Engineering
Azad University
IranSkills
- Model Evaluation
- Unsupervised Learning
- Neural Networks, Machine Learning Frameworks
- Supervised Learning
- Predictive Analytics, Data Analytics
- Machine Learning Integration
- Data Mining , Machine Learning
- Decision trees
- Data science research methods
- Requirements Analysis
- IT resource use
- Documentation And Reporting, Documentation Management
- Technical Troubleshooting
- Team Development
- IT Asset Management
Languages
Persian
Native language
English
Advanced
C1
Finnish
Elementary
A2
Timeline
IT Manager
Abolfazl Complex Institute
02.2016 - 03.2021
Machine Learning Researcher
Partonegaran
01.2015 - 01.2023
University Lecturer
Alzahra University
01.2004 - 01.2005
Python Programmer
Karmania Institute
01.2002 - 01.2004
Ph.D. - Artificial Intelligence
Eastern Finland University
Master of Science - Computer Engineering
Azad University
Bachelor of Science - Computer Engineering
Azad University
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